Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 1359 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 196.5 KiB |
| Average record size in memory | 148.1 B |
Variable types
| Text | 2 |
|---|---|
| Numeric | 13 |
| Categorical | 8 |
Battery capacity (mAh) is highly overall correlated with Screen size (inches) and 9 other fields | High correlation |
Screen size (inches) is highly overall correlated with Battery capacity (mAh) and 9 other fields | High correlation |
Resolution x is highly overall correlated with Battery capacity (mAh) and 9 other fields | High correlation |
Resolution y is highly overall correlated with Battery capacity (mAh) and 9 other fields | High correlation |
Processor is highly overall correlated with Battery capacity (mAh) and 9 other fields | High correlation |
RAM (MB) is highly overall correlated with Battery capacity (mAh) and 9 other fields | High correlation |
Internal storage (GB) is highly overall correlated with Battery capacity (mAh) and 9 other fields | High correlation |
Rear camera is highly overall correlated with Battery capacity (mAh) and 9 other fields | High correlation |
Front camera is highly overall correlated with Battery capacity (mAh) and 9 other fields | High correlation |
Price is highly overall correlated with Battery capacity (mAh) and 9 other fields | High correlation |
logTranforedPrice is highly overall correlated with Battery capacity (mAh) and 9 other fields | High correlation |
4G/ LTE is highly overall correlated with latest_tech_stack | High correlation |
latest_tech_stack is highly overall correlated with 4G/ LTE | High correlation |
Touchscreen is highly imbalanced (90.3%) | Imbalance |
Wi-Fi is highly imbalanced (94.8%) | Imbalance |
Bluetooth is highly imbalanced (91.2%) | Imbalance |
GPS is highly imbalanced (60.0%) | Imbalance |
Number of SIMs is highly imbalanced (58.4%) | Imbalance |
3G is highly imbalanced (51.0%) | Imbalance |
Name has unique values | Unique |
Processor has 42 (3.1%) zeros | Zeros |
Front camera has 18 (1.3%) zeros | Zeros |
Operating system has 1299 (95.6%) zeros | Zeros |
Reproduction
| Analysis started | 2024-04-13 13:56:23.309488 |
|---|---|
| Analysis finished | 2024-04-13 13:56:59.272836 |
| Duration | 35.96 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
Name
Text
UNIQUE
| Distinct | 1359 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.7 KiB |
Length
| Max length | 34 |
|---|---|
| Median length | 27 |
| Mean length | 14.997792 |
| Min length | 5 |
Characters and Unicode
| Total characters | 20382 |
|---|---|
| Distinct characters | 68 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1359 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | OnePlus 7T Pro McLaren Edition |
|---|---|
| 2nd row | Realme X2 Pro |
| 3rd row | iPhone 11 Pro Max |
| 4th row | iPhone 11 |
| 5th row | LG G8X ThinQ |
| Value | Count | Frequency (%) |
| intex | 117 | 2.8% |
| samsung | 101 | 2.4% |
| galaxy | 98 | 2.4% |
| aqua | 87 | 2.1% |
| pro | 75 | 1.8% |
| micromax | 71 | 1.7% |
| 2 | 64 | 1.6% |
| lava | 59 | 1.4% |
| plus | 56 | 1.4% |
| panasonic | 55 | 1.3% |
| Other values (941) | 3340 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2764 | 13.6% | |
| o | 1458 | 7.2% |
| a | 1414 | 6.9% |
| e | 1126 | 5.5% |
| n | 1020 | 5.0% |
| i | 1010 | 5.0% |
| l | 650 | 3.2% |
| r | 611 | 3.0% |
| u | 576 | 2.8% |
| t | 524 | 2.6% |
| Other values (58) | 9229 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 11563 | |
| Uppercase Letter | 4118 | 20.2% |
| Space Separator | 2764 | 13.6% |
| Decimal Number | 1752 | 8.6% |
| Other Punctuation | 48 | 0.2% |
| Open Punctuation | 43 | 0.2% |
| Close Punctuation | 43 | 0.2% |
| Math Symbol | 43 | 0.2% |
| Dash Punctuation | 8 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 352 | 8.5% |
| S | 331 | 8.0% |
| A | 326 | 7.9% |
| G | 302 | 7.3% |
| M | 295 | 7.2% |
| L | 293 | 7.1% |
| I | 238 | 5.8% |
| C | 212 | 5.1% |
| X | 181 | 4.4% |
| Z | 166 | 4.0% |
| Other values (16) | 1422 |
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 1458 | |
| a | 1414 | |
| e | 1126 | |
| n | 1020 | 8.8% |
| i | 1010 | 8.7% |
| l | 650 | 5.6% |
| r | 611 | 5.3% |
| u | 576 | 5.0% |
| t | 524 | 4.5% |
| s | 510 | 4.4% |
| Other values (15) | 2664 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 293 | |
| 0 | 251 | |
| 2 | 236 | |
| 5 | 236 | |
| 3 | 171 | |
| 4 | 153 | |
| 7 | 127 | |
| 6 | 118 | |
| 8 | 95 | 5.4% |
| 9 | 72 | 4.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 47 | |
| ' | 1 | 2.1% |
Space Separator
| Value | Count | Frequency (%) |
| 2764 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 43 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 43 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 43 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 15681 | |
| Common | 4701 | 23.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 1458 | 9.3% |
| a | 1414 | 9.0% |
| e | 1126 | 7.2% |
| n | 1020 | 6.5% |
| i | 1010 | 6.4% |
| l | 650 | 4.1% |
| r | 611 | 3.9% |
| u | 576 | 3.7% |
| t | 524 | 3.3% |
| s | 510 | 3.3% |
| Other values (41) | 6782 |
Common
| Value | Count | Frequency (%) |
| 2764 | ||
| 1 | 293 | 6.2% |
| 0 | 251 | 5.3% |
| 2 | 236 | 5.0% |
| 5 | 236 | 5.0% |
| 3 | 171 | 3.6% |
| 4 | 153 | 3.3% |
| 7 | 127 | 2.7% |
| 6 | 118 | 2.5% |
| 8 | 95 | 2.0% |
| Other values (7) | 257 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20382 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2764 | 13.6% | |
| o | 1458 | 7.2% |
| a | 1414 | 6.9% |
| e | 1126 | 5.5% |
| n | 1020 | 5.0% |
| i | 1010 | 5.0% |
| l | 650 | 3.2% |
| r | 611 | 3.0% |
| u | 576 | 2.8% |
| t | 524 | 2.6% |
| Other values (58) | 9229 |
Brand
Text
| Distinct | 76 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.7 KiB |
Length
| Max length | 11 |
|---|---|
| Median length | 9 |
| Mean length | 5.5283297 |
| Min length | 2 |
Characters and Unicode
| Total characters | 7513 |
|---|---|
| Distinct characters | 52 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 13 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | OnePlus |
|---|---|
| 2nd row | Realme |
| 3rd row | Apple |
| 4th row | Apple |
| 5th row | LG |
| Value | Count | Frequency (%) |
| intex | 117 | 8.6% |
| samsung | 101 | 7.4% |
| micromax | 71 | 5.2% |
| lava | 59 | 4.3% |
| panasonic | 55 | 4.0% |
| vivo | 52 | 3.8% |
| xiaomi | 47 | 3.4% |
| lenovo | 42 | 3.1% |
| motorola | 42 | 3.1% |
| lg | 42 | 3.1% |
| Other values (68) | 735 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 968 | 12.9% |
| a | 680 | 9.1% |
| n | 652 | 8.7% |
| i | 537 | 7.1% |
| e | 452 | 6.0% |
| m | 276 | 3.7% |
| s | 270 | 3.6% |
| l | 241 | 3.2% |
| r | 236 | 3.1% |
| u | 231 | 3.1% |
| Other values (42) | 2970 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5951 | |
| Uppercase Letter | 1542 | 20.5% |
| Decimal Number | 10 | 0.1% |
| Other Punctuation | 5 | 0.1% |
| Space Separator | 4 | 0.1% |
| Dash Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 968 | |
| a | 680 | |
| n | 652 | |
| i | 537 | 9.0% |
| e | 452 | 7.6% |
| m | 276 | 4.6% |
| s | 270 | 4.5% |
| l | 241 | 4.0% |
| r | 236 | 4.0% |
| u | 231 | 3.9% |
| Other values (15) | 1408 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 185 | |
| I | 168 | 10.9% |
| S | 156 | 10.1% |
| M | 133 | 8.6% |
| G | 85 | 5.5% |
| H | 84 | 5.4% |
| V | 81 | 5.3% |
| P | 74 | 4.8% |
| X | 72 | 4.7% |
| C | 71 | 4.6% |
| Other values (12) | 433 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 5 | |
| 0 | 5 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 5 |
Space Separator
| Value | Count | Frequency (%) |
| 4 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 7493 | |
| Common | 20 | 0.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 968 | 12.9% |
| a | 680 | 9.1% |
| n | 652 | 8.7% |
| i | 537 | 7.2% |
| e | 452 | 6.0% |
| m | 276 | 3.7% |
| s | 270 | 3.6% |
| l | 241 | 3.2% |
| r | 236 | 3.1% |
| u | 231 | 3.1% |
| Other values (37) | 2950 |
Common
| Value | Count | Frequency (%) |
| 1 | 5 | |
| 0 | 5 | |
| . | 5 | |
| 4 | ||
| - | 1 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7513 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 968 | 12.9% |
| a | 680 | 9.1% |
| n | 652 | 8.7% |
| i | 537 | 7.1% |
| e | 452 | 6.0% |
| m | 276 | 3.7% |
| s | 270 | 3.6% |
| l | 241 | 3.2% |
| r | 236 | 3.1% |
| u | 231 | 3.1% |
| Other values (42) | 2970 |
Model
Real number (ℝ)
| Distinct | 1321 |
|---|---|
| Distinct (%) | 97.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 654.35762 |
| Minimum | 0 |
|---|---|
| Maximum | 1320 |
| Zeros | 3 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 52.9 |
| Q1 | 319.5 |
| median | 656 |
| Q3 | 988.5 |
| 95-th percentile | 1252.1 |
| Maximum | 1320 |
| Range | 1320 |
| Interquartile range (IQR) | 669 |
Descriptive statistics
| Standard deviation | 385.27291 |
|---|---|
| Coefficient of variation (CV) | 0.58878036 |
| Kurtosis | -1.208393 |
| Mean | 654.35762 |
| Median Absolute Deviation (MAD) | 334 |
| Skewness | -0.0034659963 |
| Sum | 889272 |
| Variance | 148435.22 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1071 | 4 | 0.3% |
| 22 | 3 | 0.2% |
| 1212 | 3 | 0.2% |
| 10 | 3 | 0.2% |
| 6 | 3 | 0.2% |
| 32 | 3 | 0.2% |
| 51 | 3 | 0.2% |
| 0 | 3 | 0.2% |
| 481 | 3 | 0.2% |
| 1220 | 2 | 0.1% |
| Other values (1311) | 1329 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 1 | 2 | |
| 2 | 1 | 0.1% |
| 3 | 1 | 0.1% |
| 4 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 6 | 3 | |
| 7 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| 9 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1320 | 1 | |
| 1319 | 1 | |
| 1318 | 1 | |
| 1317 | 1 | |
| 1316 | 1 | |
| 1315 | 1 | |
| 1314 | 1 | |
| 1313 | 1 | |
| 1312 | 1 | |
| 1311 | 1 |
Battery capacity (mAh)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 165 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4485615 |
| Minimum | 3.0043214 |
|---|---|
| Maximum | 3.7781513 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.7 KiB |
Quantile statistics
| Minimum | 3.0043214 |
|---|---|
| 5-th percentile | 3.2304489 |
| Q1 | 3.3617278 |
| median | 3.4771213 |
| Q3 | 3.544068 |
| 95-th percentile | 3.6532125 |
| Maximum | 3.7781513 |
| Range | 0.77382988 |
| Interquartile range (IQR) | 0.18234021 |
Descriptive statistics
| Standard deviation | 0.13221491 |
|---|---|
| Coefficient of variation (CV) | 0.038339149 |
| Kurtosis | -0.20100802 |
| Mean | 3.4485615 |
| Median Absolute Deviation (MAD) | 0.096910013 |
| Skewness | -0.25488958 |
| Sum | 4686.5951 |
| Variance | 0.017480784 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.477121255 | 182 | 13.4% |
| 3.602059991 | 145 | 10.7% |
| 3.301029996 | 115 | 8.5% |
| 3.397940009 | 91 | 6.7% |
| 3.698970004 | 49 | 3.6% |
| 3.361727836 | 49 | 3.6% |
| 3.414973348 | 41 | 3.0% |
| 3.51851394 | 34 | 2.5% |
| 3.447158031 | 34 | 2.5% |
| 3.544068044 | 32 | 2.4% |
| Other values (155) | 587 |
| Value | Count | Frequency (%) |
| 3.004321374 | 1 | 0.1% |
| 3.021189299 | 1 | 0.1% |
| 3.079181246 | 3 | 0.2% |
| 3.096910013 | 2 | 0.1% |
| 3.113943352 | 6 | 0.4% |
| 3.120573931 | 1 | 0.1% |
| 3.130333768 | 1 | 0.1% |
| 3.146128036 | 16 | |
| 3.155336037 | 2 | 0.1% |
| 3.161368002 | 7 |
| Value | Count | Frequency (%) |
| 3.77815125 | 3 | 0.2% |
| 3.72427587 | 1 | 0.1% |
| 3.707570176 | 1 | 0.1% |
| 3.700703717 | 1 | 0.1% |
| 3.698970004 | 49 | |
| 3.69019608 | 1 | 0.1% |
| 3.685741739 | 3 | 0.2% |
| 3.658011397 | 1 | 0.1% |
| 3.653212514 | 14 | 1.0% |
| 3.641474111 | 1 | 0.1% |
Screen size (inches)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 80 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.71983064 |
| Minimum | 0.38021124 |
|---|---|
| Maximum | 0.86332286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.7 KiB |
Quantile statistics
| Minimum | 0.38021124 |
|---|---|
| 5-th percentile | 0.60205999 |
| Q1 | 0.69897 |
| median | 0.71600334 |
| Q3 | 0.75587486 |
| 95-th percentile | 0.80617997 |
| Maximum | 0.86332286 |
| Range | 0.48311162 |
| Interquartile range (IQR) | 0.056904851 |
Descriptive statistics
| Standard deviation | 0.058208421 |
|---|---|
| Coefficient of variation (CV) | 0.08086405 |
| Kurtosis | 3.7486273 |
| Mean | 0.71983064 |
| Median Absolute Deviation (MAD) | 0.024359346 |
| Skewness | -1.0639336 |
| Sum | 978.24984 |
| Variance | 0.0033882202 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.6989700043 | 404 | |
| 0.7403626895 | 251 | |
| 0.7160033436 | 82 | 6.0% |
| 0.6532125138 | 80 | 5.9% |
| 0.6020599913 | 71 | 5.2% |
| 0.7781512504 | 53 | 3.9% |
| 0.7558748557 | 51 | 3.8% |
| 0.6720978579 | 37 | 2.7% |
| 0.7993405495 | 28 | 2.1% |
| 0.7363965023 | 25 | 1.8% |
| Other values (70) | 277 |
| Value | Count | Frequency (%) |
| 0.3802112417 | 1 | 0.1% |
| 0.3873898263 | 1 | 0.1% |
| 0.3891660844 | 1 | 0.1% |
| 0.414973348 | 1 | 0.1% |
| 0.4471580313 | 2 | |
| 0.4771212547 | 2 | |
| 0.4913616938 | 2 | |
| 0.5051499783 | 1 | 0.1% |
| 0.5440680444 | 4 | |
| 0.5682017241 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.8633228601 | 1 | 0.1% |
| 0.84509804 | 1 | 0.1% |
| 0.8388490907 | 1 | 0.1% |
| 0.8325089127 | 1 | 0.1% |
| 0.8260748027 | 7 | |
| 0.8241258339 | 4 | |
| 0.8228216453 | 2 | 0.1% |
| 0.8195439355 | 2 | 0.1% |
| 0.8188854146 | 4 | |
| 0.8162413 | 2 | 0.1% |
Touchscreen
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.7 KiB |
| 1 | |
|---|---|
| 0 | 17 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1359 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1342 | |
| 0 | 17 | 1.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1342 | |
| 0 | 17 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1342 | |
| 0 | 17 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1359 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1342 | |
| 0 | 17 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1359 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1342 | |
| 0 | 17 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1359 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1342 | |
| 0 | 17 | 1.3% |
Resolution x
Real number (ℝ)
HIGH CORRELATION
| Distinct | 28 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8854323 |
| Minimum | 2.3802112 |
|---|---|
| Maximum | 3.3344538 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.7 KiB |
Quantile statistics
| Minimum | 2.3802112 |
|---|---|
| 5-th percentile | 2.6812412 |
| Q1 | 2.8573325 |
| median | 2.8573325 |
| Q3 | 3.0334238 |
| 95-th percentile | 3.1583625 |
| Maximum | 3.3344538 |
| Range | 0.95424251 |
| Interquartile range (IQR) | 0.17609126 |
Descriptive statistics
| Standard deviation | 0.14529526 |
|---|---|
| Coefficient of variation (CV) | 0.050354763 |
| Kurtosis | -0.054220768 |
| Mean | 2.8854323 |
| Median Absolute Deviation (MAD) | 0.17609126 |
| Skewness | -0.14064136 |
| Sum | 3921.3025 |
| Variance | 0.021110713 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 2.857332496 | 585 | |
| 3.033423755 | 373 | |
| 2.681241237 | 244 | |
| 3.158362492 | 65 | 4.8% |
| 2.73239376 | 33 | 2.4% |
| 2.380211242 | 9 | 0.7% |
| 3.10720997 | 6 | 0.4% |
| 2.931457871 | 6 | 0.4% |
| 2.806179974 | 5 | 0.4% |
| 2.88536122 | 4 | 0.3% |
| Other values (18) | 29 | 2.1% |
| Value | Count | Frequency (%) |
| 2.380211242 | 9 | 0.7% |
| 2.505149978 | 1 | 0.1% |
| 2.556302501 | 2 | 0.1% |
| 2.602059991 | 2 | 0.1% |
| 2.681241237 | 244 | |
| 2.73239376 | 33 | 2.4% |
| 2.748188027 | 1 | 0.1% |
| 2.77815125 | 1 | 0.1% |
| 2.806179974 | 5 | 0.4% |
| 2.857332496 | 585 |
| Value | Count | Frequency (%) |
| 3.334453751 | 2 | 0.1% |
| 3.274157849 | 1 | 0.1% |
| 3.204119983 | 1 | 0.1% |
| 3.186391216 | 1 | 0.1% |
| 3.181843588 | 1 | 0.1% |
| 3.158362492 | 65 | |
| 3.10720997 | 6 | 0.4% |
| 3.094121596 | 2 | 0.1% |
| 3.070407322 | 1 | 0.1% |
| 3.051152522 | 3 | 0.2% |
Resolution y
Real number (ℝ)
HIGH CORRELATION
| Distinct | 53 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1423458 |
| Minimum | 2.50515 |
|---|---|
| Maximum | 3.5843312 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.7 KiB |
Quantile statistics
| Minimum | 2.50515 |
|---|---|
| 5-th percentile | 2.90309 |
| Q1 | 3.10721 |
| median | 3.10721 |
| Q3 | 3.2833012 |
| 95-th percentile | 3.40824 |
| Maximum | 3.5843312 |
| Range | 1.0791812 |
| Interquartile range (IQR) | 0.17609126 |
Descriptive statistics
| Standard deviation | 0.16793735 |
|---|---|
| Coefficient of variation (CV) | 0.053443306 |
| Kurtosis | 0.36508386 |
| Mean | 3.1423458 |
| Median Absolute Deviation (MAD) | 0.1757521 |
| Skewness | -0.35321479 |
| Sum | 4270.448 |
| Variance | 0.028202954 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.10720997 | 439 | |
| 3.283301229 | 226 | |
| 2.931457871 | 152 | 11.2% |
| 2.903089987 | 84 | 6.2% |
| 3.158362492 | 68 | 5.0% |
| 3.369215857 | 58 | 4.3% |
| 2.982271233 | 43 | 3.2% |
| 3.408239965 | 42 | 3.1% |
| 3.181843588 | 40 | 2.9% |
| 3.334453751 | 36 | 2.6% |
| Other values (43) | 171 | 12.6% |
| Value | Count | Frequency (%) |
| 2.505149978 | 8 | 0.6% |
| 2.681241237 | 11 | 0.8% |
| 2.685741739 | 1 | 0.1% |
| 2.766412847 | 1 | 0.1% |
| 2.77815125 | 1 | 0.1% |
| 2.806179974 | 1 | 0.1% |
| 2.857332496 | 10 | 0.7% |
| 2.903089987 | 84 | |
| 2.931457871 | 152 | |
| 2.982271233 | 43 | 3.2% |
| Value | Count | Frequency (%) |
| 3.584331224 | 2 | 0.1% |
| 3.505149978 | 3 | 0.2% |
| 3.494154594 | 7 | 0.5% |
| 3.482873584 | 2 | 0.1% |
| 3.471291711 | 7 | 0.5% |
| 3.459392488 | 4 | 0.3% |
| 3.429429264 | 2 | 0.1% |
| 3.420945406 | 1 | 0.1% |
| 3.408239965 | 42 | |
| 3.401400541 | 2 | 0.1% |
Processor
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.70240044 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 42 |
| Zeros (%) | 3.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.30103 |
| Q1 | 0.60205999 |
| median | 0.60205999 |
| Q3 | 0.90308999 |
| 95-th percentile | 0.90308999 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.30103 |
Descriptive statistics
| Standard deviation | 0.20679283 |
|---|---|
| Coefficient of variation (CV) | 0.29440874 |
| Kurtosis | 2.0122855 |
| Mean | 0.70240044 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.1235955 |
| Sum | 954.56219 |
| Variance | 0.042763273 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0.6020599913 | 683 | |
| 0.903089987 | 565 | |
| 0.3010299957 | 45 | 3.3% |
| 0 | 42 | 3.1% |
| 0.7781512504 | 20 | 1.5% |
| 1 | 4 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 42 | 3.1% |
| 0.3010299957 | 45 | 3.3% |
| 0.6020599913 | 683 | |
| 0.7781512504 | 20 | 1.5% |
| 0.903089987 | 565 | |
| 1 | 4 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 4 | 0.3% |
| 0.903089987 | 565 | |
| 0.7781512504 | 20 | 1.5% |
| 0.6020599913 | 683 | |
| 0.3010299957 | 45 | 3.3% |
| 0 | 42 | 3.1% |
RAM (MB)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 13 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3003708 |
| Minimum | 1.80618 |
|---|---|
| Maximum | 4.0791812 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.7 KiB |
Quantile statistics
| Minimum | 1.80618 |
|---|---|
| 5-th percentile | 2.70927 |
| Q1 | 3 |
| median | 3.30103 |
| Q3 | 3.4771213 |
| 95-th percentile | 3.7781513 |
| Maximum | 4.0791812 |
| Range | 2.2730013 |
| Interquartile range (IQR) | 0.47712125 |
Descriptive statistics
| Standard deviation | 0.30187837 |
|---|---|
| Coefficient of variation (CV) | 0.091468015 |
| Kurtosis | 0.38057907 |
| Mean | 3.3003708 |
| Median Absolute Deviation (MAD) | 0.30103 |
| Skewness | -0.42170903 |
| Sum | 4485.204 |
| Variance | 0.09113055 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 3 | 353 | |
| 3.301029996 | 342 | |
| 3.477121255 | 282 | |
| 3.602059991 | 200 | |
| 2.709269961 | 72 | 5.3% |
| 3.77815125 | 63 | 4.6% |
| 3.903089987 | 29 | 2.1% |
| 2.408239965 | 8 | 0.6% |
| 4.079181246 | 4 | 0.3% |
| 1.806179974 | 2 | 0.1% |
| Other values (3) | 4 | 0.3% |
| Value | Count | Frequency (%) |
| 1.806179974 | 2 | 0.1% |
| 2.408239965 | 8 | 0.6% |
| 2.460897843 | 1 | 0.1% |
| 2.584331224 | 1 | 0.1% |
| 2.709269961 | 72 | 5.3% |
| 2.88536122 | 2 | 0.1% |
| 3 | 353 | |
| 3.301029996 | 342 | |
| 3.477121255 | 282 | |
| 3.602059991 | 200 |
| Value | Count | Frequency (%) |
| 4.079181246 | 4 | 0.3% |
| 3.903089987 | 29 | 2.1% |
| 3.77815125 | 63 | 4.6% |
| 3.602059991 | 200 | |
| 3.477121255 | 282 | |
| 3.301029996 | 342 | |
| 3 | 353 | |
| 2.88536122 | 2 | 0.1% |
| 2.709269961 | 72 | 5.3% |
| 2.584331224 | 1 | 0.1% |
Internal storage (GB)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2845979 |
| Minimum | -1.19382 |
|---|---|
| Maximum | 2.70927 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Negative | 12 |
| Negative (%) | 0.9% |
| Memory size | 10.7 KiB |
Quantile statistics
| Minimum | -1.19382 |
|---|---|
| 5-th percentile | 0.60205999 |
| Q1 | 0.90308999 |
| median | 1.20412 |
| Q3 | 1.50515 |
| 95-th percentile | 2.10721 |
| Maximum | 2.70927 |
| Range | 3.90309 |
| Interquartile range (IQR) | 0.60205999 |
Descriptive statistics
| Standard deviation | 0.42310681 |
|---|---|
| Coefficient of variation (CV) | 0.32936907 |
| Kurtosis | 2.1944528 |
| Mean | 1.2845979 |
| Median Absolute Deviation (MAD) | 0.30103 |
| Skewness | -0.30024583 |
| Sum | 1745.7685 |
| Variance | 0.17901937 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 1.204119983 | 419 | |
| 0.903089987 | 321 | |
| 1.505149978 | 284 | |
| 1.806179974 | 178 | |
| 2.10720997 | 69 | 5.1% |
| 0.6020599913 | 62 | 4.6% |
| 2.408239965 | 9 | 0.7% |
| -0.290730039 | 9 | 0.7% |
| 0 | 2 | 0.1% |
| -1.193820026 | 1 | 0.1% |
| Other values (5) | 5 | 0.4% |
| Value | Count | Frequency (%) |
| -1.193820026 | 1 | 0.1% |
| -0.8927900304 | 1 | 0.1% |
| -0.7958800173 | 1 | 0.1% |
| -0.290730039 | 9 | 0.7% |
| 0 | 2 | 0.1% |
| 0.3010299957 | 1 | 0.1% |
| 0.4771212547 | 1 | 0.1% |
| 0.6020599913 | 62 | 4.6% |
| 0.903089987 | 321 | |
| 1.204119983 | 419 |
| Value | Count | Frequency (%) |
| 2.709269961 | 1 | 0.1% |
| 2.408239965 | 9 | 0.7% |
| 2.10720997 | 69 | 5.1% |
| 1.806179974 | 178 | |
| 1.505149978 | 284 | |
| 1.204119983 | 419 | |
| 0.903089987 | 321 | |
| 0.6020599913 | 62 | 4.6% |
| 0.4771212547 | 1 | 0.1% |
| 0.3010299957 | 1 | 0.1% |
Rear camera
Real number (ℝ)
HIGH CORRELATION
| Distinct | 32 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0010903 |
| Minimum | -0.52287875 |
|---|---|
| Maximum | 2.0334238 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Negative | 3 |
| Negative (%) | 0.2% |
| Memory size | 10.7 KiB |
Quantile statistics
| Minimum | -0.52287875 |
|---|---|
| 5-th percentile | 0.69897 |
| Q1 | 0.90308999 |
| median | 1.0863598 |
| Q3 | 1.1139434 |
| 95-th percentile | 1.3617278 |
| Maximum | 2.0334238 |
| Range | 2.5563025 |
| Interquartile range (IQR) | 0.21085337 |
Descriptive statistics
| Standard deviation | 0.26769371 |
|---|---|
| Coefficient of variation (CV) | 0.26740216 |
| Kurtosis | 3.393093 |
| Mean | 1.0010903 |
| Median Absolute Deviation (MAD) | 0.11776015 |
| Skewness | -0.51656162 |
| Sum | 1360.4817 |
| Variance | 0.071659922 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 1.113943352 | 442 | |
| 0.903089987 | 291 | |
| 0.6989700043 | 218 | |
| 1.204119983 | 126 | 9.3% |
| 1.079181246 | 102 | 7.5% |
| 0.3010299957 | 41 | 3.0% |
| 1.681241237 | 39 | 2.9% |
| 0.5051499783 | 11 | 0.8% |
| 1.361727836 | 11 | 0.8% |
| 1.322219295 | 10 | 0.7% |
| Other values (22) | 68 | 5.0% |
| Value | Count | Frequency (%) |
| -0.5228787453 | 3 | 0.2% |
| 0 | 2 | 0.1% |
| 0.3010299957 | 41 | 3.0% |
| 0.4771212547 | 3 | 0.2% |
| 0.5051499783 | 11 | 0.8% |
| 0.6989700043 | 218 | |
| 0.903089987 | 291 | |
| 0.9395192526 | 1 | 0.1% |
| 1 | 4 | 0.3% |
| 1.079181246 | 102 | 7.5% |
| Value | Count | Frequency (%) |
| 2.033423755 | 1 | 0.1% |
| 1.806179974 | 6 | 0.4% |
| 1.681241237 | 39 | |
| 1.612783857 | 1 | 0.1% |
| 1.602059991 | 4 | 0.3% |
| 1.505149978 | 2 | 0.1% |
| 1.397940009 | 1 | 0.1% |
| 1.380211242 | 4 | 0.3% |
| 1.361727836 | 11 | 0.8% |
| 1.33243846 | 2 | 0.1% |
Front camera
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 30 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.67212026 |
| Minimum | -0.52287875 |
|---|---|
| Maximum | 1.6812412 |
| Zeros | 18 |
| Zeros (%) | 1.3% |
| Negative | 87 |
| Negative (%) | 6.4% |
| Memory size | 10.7 KiB |
Quantile statistics
| Minimum | -0.52287875 |
|---|---|
| 5-th percentile | -0.52287875 |
| Q1 | 0.30103 |
| median | 0.69897 |
| Q3 | 0.90308999 |
| 95-th percentile | 1.30103 |
| Maximum | 1.6812412 |
| Range | 2.20412 |
| Interquartile range (IQR) | 0.60205999 |
Descriptive statistics
| Standard deviation | 0.44463172 |
|---|---|
| Coefficient of variation (CV) | 0.66153595 |
| Kurtosis | 1.1879946 |
| Mean | 0.67212026 |
| Median Absolute Deviation (MAD) | 0.20411998 |
| Skewness | -0.95091861 |
| Sum | 913.41144 |
| Variance | 0.19769736 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 0.6989700043 | 464 | |
| 0.903089987 | 270 | |
| 0.3010299957 | 205 | |
| 1.204119983 | 97 | 7.1% |
| -0.5228787453 | 86 | 6.3% |
| 1.113943352 | 55 | 4.0% |
| 1.301029996 | 25 | 1.8% |
| 1.505149978 | 23 | 1.7% |
| 0 | 18 | 1.3% |
| 0.1139433523 | 17 | 1.3% |
| Other values (20) | 99 | 7.3% |
| Value | Count | Frequency (%) |
| -0.5228787453 | 86 | |
| -0.04575749056 | 1 | 0.1% |
| 0 | 18 | 1.3% |
| 0.04139268516 | 2 | 0.1% |
| 0.07918124605 | 6 | 0.4% |
| 0.1139433523 | 17 | 1.3% |
| 0.1760912591 | 1 | 0.1% |
| 0.2041199827 | 3 | 0.2% |
| 0.278753601 | 4 | 0.3% |
| 0.3010299957 | 205 |
| Value | Count | Frequency (%) |
| 1.681241237 | 1 | 0.1% |
| 1.602059991 | 1 | 0.1% |
| 1.505149978 | 23 | 1.7% |
| 1.397940009 | 13 | 1.0% |
| 1.380211242 | 16 | 1.2% |
| 1.301029996 | 25 | 1.8% |
| 1.204119983 | 97 | |
| 1.113943352 | 55 | |
| 1.079181246 | 8 | 0.6% |
| 1 | 6 | 0.4% |
Operating system
Real number (ℝ)
ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17807211 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 1299 |
| Zeros (%) | 95.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.92059825 |
|---|---|
| Coefficient of variation (CV) | 5.1698059 |
| Kurtosis | 28.526607 |
| Mean | 0.17807211 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.4193687 |
| Sum | 242 |
| Variance | 0.84750114 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 1299 | |
| 5 | 19 | 1.4% |
| 6 | 17 | 1.3% |
| 2 | 10 | 0.7% |
| 1 | 10 | 0.7% |
| 4 | 3 | 0.2% |
| 3 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1299 | |
| 1 | 10 | 0.7% |
| 2 | 10 | 0.7% |
| 3 | 1 | 0.1% |
| 4 | 3 | 0.2% |
| 5 | 19 | 1.4% |
| 6 | 17 | 1.3% |
| Value | Count | Frequency (%) |
| 6 | 17 | 1.3% |
| 5 | 19 | 1.4% |
| 4 | 3 | 0.2% |
| 3 | 1 | 0.1% |
| 2 | 10 | 0.7% |
| 1 | 10 | 0.7% |
| 0 | 1299 |
Wi-Fi
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.7 KiB |
| 1 | |
|---|---|
| 0 | 8 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1359 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1351 | |
| 0 | 8 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1351 | |
| 0 | 8 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1351 | |
| 0 | 8 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1359 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1351 | |
| 0 | 8 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1359 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1351 | |
| 0 | 8 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1359 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1351 | |
| 0 | 8 | 0.6% |
Bluetooth
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.7 KiB |
| 1 | |
|---|---|
| 0 | 15 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1359 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1344 | |
| 0 | 15 | 1.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1344 | |
| 0 | 15 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1344 | |
| 0 | 15 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1359 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1344 | |
| 0 | 15 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1359 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1344 | |
| 0 | 15 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1359 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1344 | |
| 0 | 15 | 1.1% |
GPS
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.7 KiB |
| 1 | |
|---|---|
| 0 | 108 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1359 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1251 | |
| 0 | 108 | 7.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1251 | |
| 0 | 108 | 7.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1251 | |
| 0 | 108 | 7.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1359 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1251 | |
| 0 | 108 | 7.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1359 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1251 | |
| 0 | 108 | 7.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1359 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1251 | |
| 0 | 108 | 7.9% |
Number of SIMs
Categorical
IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.7 KiB |
| 0.3010299956639812 | |
|---|---|
| 0.0 | |
| 0.47712125471966244 | 1 |
Length
| Max length | 19 |
|---|---|
| Median length | 18 |
| Mean length | 15.495217 |
| Min length | 3 |
Characters and Unicode
| Total characters | 21058 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 0.3010299956639812 |
|---|---|
| 2nd row | 0.3010299956639812 |
| 3rd row | 0.3010299956639812 |
| 4th row | 0.3010299956639812 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.3010299956639812 | 1131 | |
| 0.0 | 227 | 16.7% |
| 0.47712125471966244 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.3010299956639812 | 1131 | |
| 0.0 | 227 | 16.7% |
| 0.47712125471966244 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 9 | 4525 | |
| 0 | 3848 | |
| 1 | 2265 | |
| 2 | 2265 | |
| 6 | 2264 | |
| 3 | 2262 | |
| . | 1359 | 6.5% |
| 5 | 1132 | 5.4% |
| 8 | 1131 | 5.4% |
| 4 | 4 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 19699 | |
| Other Punctuation | 1359 | 6.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 4525 | |
| 0 | 3848 | |
| 1 | 2265 | |
| 2 | 2265 | |
| 6 | 2264 | |
| 3 | 2262 | |
| 5 | 1132 | 5.7% |
| 8 | 1131 | 5.7% |
| 4 | 4 | < 0.1% |
| 7 | 3 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1359 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 21058 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 9 | 4525 | |
| 0 | 3848 | |
| 1 | 2265 | |
| 2 | 2265 | |
| 6 | 2264 | |
| 3 | 2262 | |
| . | 1359 | 6.5% |
| 5 | 1132 | 5.4% |
| 8 | 1131 | 5.4% |
| 4 | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 21058 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 9 | 4525 | |
| 0 | 3848 | |
| 1 | 2265 | |
| 2 | 2265 | |
| 6 | 2264 | |
| 3 | 2262 | |
| . | 1359 | 6.5% |
| 5 | 1132 | 5.4% |
| 8 | 1131 | 5.4% |
| 4 | 4 | < 0.1% |
3G
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.7 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1359 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1214 | |
| 0 | 145 | 10.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1214 | |
| 0 | 145 | 10.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1214 | |
| 0 | 145 | 10.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1359 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1214 | |
| 0 | 145 | 10.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1359 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1214 | |
| 0 | 145 | 10.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1359 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1214 | |
| 0 | 145 | 10.7% |
4G/ LTE
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.7 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1359 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1012 | |
| 0 | 347 | 25.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1012 | |
| 0 | 347 | 25.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1012 | |
| 0 | 347 | 25.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1359 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1012 | |
| 0 | 347 | 25.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1359 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1012 | |
| 0 | 347 | 25.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1359 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1012 | |
| 0 | 347 | 25.5% |
Price
Real number (ℝ)
HIGH CORRELATION
| Distinct | 627 |
|---|---|
| Distinct (%) | 46.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11465.826 |
| Minimum | 494 |
|---|---|
| Maximum | 174990 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.7 KiB |
Quantile statistics
| Minimum | 494 |
|---|---|
| 5-th percentile | 2990 |
| Q1 | 4763.5 |
| median | 6999 |
| Q3 | 11999 |
| 95-th percentile | 35990 |
| Maximum | 174990 |
| Range | 174496 |
| Interquartile range (IQR) | 7235.5 |
Descriptive statistics
| Standard deviation | 13857.497 |
|---|---|
| Coefficient of variation (CV) | 1.2085913 |
| Kurtosis | 33.347917 |
| Mean | 11465.826 |
| Median Absolute Deviation (MAD) | 2978 |
| Skewness | 4.6074619 |
| Sum | 15582057 |
| Variance | 1.9203023 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4999 | 38 | 2.8% |
| 6999 | 32 | 2.4% |
| 3999 | 28 | 2.1% |
| 8999 | 28 | 2.1% |
| 7999 | 25 | 1.8% |
| 5999 | 25 | 1.8% |
| 9999 | 24 | 1.8% |
| 2999 | 22 | 1.6% |
| 3499 | 15 | 1.1% |
| 6499 | 14 | 1.0% |
| Other values (617) | 1108 |
| Value | Count | Frequency (%) |
| 494 | 1 | 0.1% |
| 994 | 2 | 0.1% |
| 1249 | 1 | 0.1% |
| 1999 | 9 | |
| 2000 | 1 | 0.1% |
| 2190 | 1 | 0.1% |
| 2199 | 4 | |
| 2200 | 1 | 0.1% |
| 2222 | 1 | 0.1% |
| 2240 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 174990 | 1 | |
| 164999 | 1 | |
| 106900 | 1 | |
| 96900 | 1 | |
| 92999 | 1 | |
| 88719 | 1 | |
| 83900 | 1 | |
| 79699 | 1 | |
| 77299 | 1 | |
| 74990 | 1 |
logTranforedPrice
Real number (ℝ)
HIGH CORRELATION
| Distinct | 154 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.905298 |
| Minimum | 2.69 |
|---|---|
| Maximum | 5.24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.7 KiB |
Quantile statistics
| Minimum | 2.69 |
|---|---|
| 5-th percentile | 3.48 |
| Q1 | 3.68 |
| median | 3.85 |
| Q3 | 4.08 |
| 95-th percentile | 4.56 |
| Maximum | 5.24 |
| Range | 2.55 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.33093928 |
|---|---|
| Coefficient of variation (CV) | 0.084741107 |
| Kurtosis | 0.82660746 |
| Mean | 3.905298 |
| Median Absolute Deviation (MAD) | 0.19 |
| Skewness | 0.78916561 |
| Sum | 5307.3 |
| Variance | 0.10952081 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.7 | 60 | 4.4% |
| 3.95 | 53 | 3.9% |
| 3.9 | 48 | 3.5% |
| 3.85 | 46 | 3.4% |
| 3.6 | 45 | 3.3% |
| 4 | 42 | 3.1% |
| 3.78 | 42 | 3.1% |
| 3.65 | 30 | 2.2% |
| 3.81 | 29 | 2.1% |
| 3.74 | 26 | 1.9% |
| Other values (144) | 938 |
| Value | Count | Frequency (%) |
| 2.69 | 1 | 0.1% |
| 3 | 2 | 0.1% |
| 3.1 | 1 | 0.1% |
| 3.3 | 10 | |
| 3.34 | 6 | |
| 3.35 | 2 | 0.1% |
| 3.36 | 2 | 0.1% |
| 3.37 | 2 | 0.1% |
| 3.38 | 4 | 0.3% |
| 3.39 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 5.24 | 1 | |
| 5.22 | 1 | |
| 5.03 | 1 | |
| 4.99 | 1 | |
| 4.97 | 1 | |
| 4.95 | 1 | |
| 4.92 | 1 | |
| 4.9 | 1 | |
| 4.89 | 1 | |
| 4.88 | 1 |
latest_tech_stack
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.7 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1359 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 894 | |
| 0 | 465 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 894 | |
| 0 | 465 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 894 | |
| 0 | 465 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1359 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 894 | |
| 0 | 465 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1359 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 894 | |
| 0 | 465 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1359 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 894 | |
| 0 | 465 |
| Model | Battery capacity (mAh) | Screen size (inches) | Resolution x | Resolution y | Processor | RAM (MB) | Internal storage (GB) | Rear camera | Front camera | Operating system | Price | logTranforedPrice | Touchscreen | Wi-Fi | Bluetooth | GPS | Number of SIMs | 3G | 4G/ LTE | latest_tech_stack | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Model | 1.000 | 0.140 | 0.116 | 0.203 | 0.187 | 0.094 | 0.194 | 0.194 | 0.195 | 0.141 | 0.163 | 0.243 | 0.243 | 0.000 | 0.000 | 0.112 | 0.000 | 0.136 | 0.060 | 0.222 | 0.209 |
| Battery capacity (mAh) | 0.140 | 1.000 | 0.793 | 0.586 | 0.683 | 0.569 | 0.709 | 0.703 | 0.631 | 0.656 | -0.154 | 0.519 | 0.519 | 0.175 | 0.000 | 0.000 | 0.098 | 0.000 | 0.103 | 0.389 | 0.364 |
| Screen size (inches) | 0.116 | 0.793 | 1.000 | 0.642 | 0.773 | 0.648 | 0.763 | 0.768 | 0.688 | 0.722 | -0.126 | 0.592 | 0.593 | 0.372 | 0.000 | 0.000 | 0.130 | 0.054 | 0.120 | 0.313 | 0.297 |
| Resolution x | 0.203 | 0.586 | 0.642 | 1.000 | 0.907 | 0.615 | 0.765 | 0.745 | 0.722 | 0.620 | -0.003 | 0.706 | 0.707 | 0.259 | 0.000 | 0.000 | 0.117 | 0.139 | 0.097 | 0.378 | 0.371 |
| Resolution y | 0.187 | 0.683 | 0.773 | 0.907 | 1.000 | 0.687 | 0.829 | 0.824 | 0.766 | 0.711 | -0.051 | 0.720 | 0.721 | 0.312 | 0.000 | 0.000 | 0.180 | 0.141 | 0.168 | 0.390 | 0.385 |
| Processor | 0.094 | 0.569 | 0.648 | 0.615 | 0.687 | 1.000 | 0.691 | 0.677 | 0.630 | 0.648 | -0.202 | 0.523 | 0.523 | 0.101 | 0.082 | 0.047 | 0.041 | 0.154 | 0.055 | 0.275 | 0.254 |
| RAM (MB) | 0.194 | 0.709 | 0.763 | 0.765 | 0.829 | 0.691 | 1.000 | 0.929 | 0.780 | 0.797 | -0.092 | 0.703 | 0.704 | 0.215 | 0.000 | 0.000 | 0.167 | 0.000 | 0.105 | 0.480 | 0.435 |
| Internal storage (GB) | 0.194 | 0.703 | 0.768 | 0.745 | 0.824 | 0.677 | 0.929 | 1.000 | 0.757 | 0.786 | -0.050 | 0.698 | 0.699 | 0.177 | 0.000 | 0.000 | 0.149 | 0.000 | 0.130 | 0.458 | 0.409 |
| Rear camera | 0.195 | 0.631 | 0.688 | 0.722 | 0.766 | 0.630 | 0.780 | 0.757 | 1.000 | 0.702 | -0.098 | 0.650 | 0.651 | 0.230 | 0.000 | 0.037 | 0.114 | 0.054 | 0.098 | 0.399 | 0.370 |
| Front camera | 0.141 | 0.656 | 0.722 | 0.620 | 0.711 | 0.648 | 0.797 | 0.786 | 0.702 | 1.000 | -0.155 | 0.533 | 0.534 | 0.206 | 0.000 | 0.000 | 0.088 | 0.106 | 0.099 | 0.449 | 0.395 |
| Operating system | 0.163 | -0.154 | -0.126 | -0.003 | -0.051 | -0.202 | -0.092 | -0.050 | -0.098 | -0.155 | 1.000 | 0.103 | 0.103 | 0.147 | 0.000 | 0.000 | 0.000 | 0.222 | 0.045 | 0.056 | 0.067 |
| Price | 0.243 | 0.519 | 0.592 | 0.706 | 0.720 | 0.523 | 0.703 | 0.698 | 0.650 | 0.533 | 0.103 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.144 | 0.036 | 0.111 | 0.153 |
| logTranforedPrice | 0.243 | 0.519 | 0.593 | 0.707 | 0.721 | 0.523 | 0.704 | 0.699 | 0.651 | 0.534 | 0.103 | 1.000 | 1.000 | 0.142 | 0.000 | 0.000 | 0.128 | 0.169 | 0.000 | 0.291 | 0.309 |
| Touchscreen | 0.000 | 0.175 | 0.372 | 0.259 | 0.312 | 0.101 | 0.215 | 0.177 | 0.230 | 0.206 | 0.147 | 0.000 | 0.142 | 1.000 | 0.021 | 0.000 | 0.007 | 0.041 | 0.051 | 0.057 | 0.147 |
| Wi-Fi | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.082 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 1.000 | 0.220 | 0.098 | 0.000 | 0.110 | 0.017 | 0.093 |
| Bluetooth | 0.112 | 0.000 | 0.000 | 0.000 | 0.000 | 0.047 | 0.000 | 0.000 | 0.037 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.220 | 1.000 | 0.054 | 0.000 | 0.060 | 0.000 | 0.136 |
| GPS | 0.000 | 0.098 | 0.130 | 0.117 | 0.180 | 0.041 | 0.167 | 0.149 | 0.114 | 0.088 | 0.000 | 0.013 | 0.128 | 0.007 | 0.098 | 0.054 | 1.000 | 0.099 | 0.174 | 0.076 | 0.404 |
| Number of SIMs | 0.136 | 0.000 | 0.054 | 0.139 | 0.141 | 0.154 | 0.000 | 0.000 | 0.054 | 0.106 | 0.222 | 0.144 | 0.169 | 0.041 | 0.000 | 0.000 | 0.099 | 1.000 | 0.239 | 0.112 | 0.089 |
| 3G | 0.060 | 0.103 | 0.120 | 0.097 | 0.168 | 0.055 | 0.105 | 0.130 | 0.098 | 0.099 | 0.045 | 0.036 | 0.000 | 0.051 | 0.110 | 0.060 | 0.174 | 0.239 | 1.000 | 0.352 | 0.476 |
| 4G/ LTE | 0.222 | 0.389 | 0.313 | 0.378 | 0.390 | 0.275 | 0.480 | 0.458 | 0.399 | 0.449 | 0.056 | 0.111 | 0.291 | 0.057 | 0.017 | 0.000 | 0.076 | 0.112 | 0.352 | 1.000 | 0.810 |
| latest_tech_stack | 0.209 | 0.364 | 0.297 | 0.371 | 0.385 | 0.254 | 0.435 | 0.409 | 0.370 | 0.395 | 0.067 | 0.153 | 0.309 | 0.147 | 0.093 | 0.136 | 0.404 | 0.089 | 0.476 | 0.810 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Name | Brand | Model | Battery capacity (mAh) | Screen size (inches) | Touchscreen | Resolution x | Resolution y | Processor | RAM (MB) | Internal storage (GB) | Rear camera | Front camera | Operating system | Wi-Fi | Bluetooth | GPS | Number of SIMs | 3G | 4G/ LTE | Price | logTranforedPrice | latest_tech_stack | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | OnePlus 7T Pro McLaren Edition | OnePlus | 49 | 3.611192 | 0.824126 | 1 | 3.158362 | 3.494155 | 0.903090 | 4.079181 | 2.40824 | 1.681241 | 1.204120 | 0 | 1 | 1 | 1 | 0.30103 | 1 | 1 | 58998 | 4.77 | 1 |
| 1 | Realme X2 Pro | Realme | 1142 | 3.602060 | 0.812913 | 1 | 3.033424 | 3.380211 | 0.903090 | 3.778151 | 1.80618 | 1.806180 | 1.204120 | 0 | 1 | 1 | 1 | 0.30103 | 1 | 1 | 27999 | 4.45 | 1 |
| 2 | iPhone 11 Pro Max | Apple | 1288 | 3.598681 | 0.812913 | 1 | 3.094122 | 3.429429 | 0.778151 | 3.602060 | 1.80618 | 1.079181 | 1.079181 | 6 | 1 | 1 | 1 | 0.30103 | 1 | 1 | 106900 | 5.03 | 1 |
| 3 | iPhone 11 | Apple | 1286 | 3.492760 | 0.785330 | 1 | 2.918030 | 3.253338 | 0.778151 | 3.602060 | 1.80618 | 1.079181 | 1.079181 | 6 | 1 | 1 | 1 | 0.30103 | 1 | 1 | 62900 | 4.80 | 1 |
| 4 | LG G8X ThinQ | LG | 522 | 3.602060 | 0.806180 | 1 | 3.033424 | 3.369216 | 0.903090 | 3.778151 | 2.10721 | 1.079181 | 1.505150 | 0 | 1 | 1 | 1 | 0.00000 | 0 | 0 | 49990 | 4.70 | 0 |
| 5 | OnePlus 7T | OnePlus | 47 | 3.579784 | 0.816241 | 1 | 3.033424 | 3.380211 | 0.903090 | 3.903090 | 2.10721 | 1.681241 | 1.204120 | 0 | 1 | 1 | 0 | 0.30103 | 1 | 1 | 34930 | 4.54 | 0 |
| 6 | OnePlus 7T Pro | OnePlus | 48 | 3.611192 | 0.824126 | 1 | 3.158362 | 3.494155 | 0.903090 | 3.903090 | 2.40824 | 1.681241 | 1.204120 | 0 | 1 | 1 | 1 | 0.30103 | 1 | 1 | 52990 | 4.72 | 1 |
| 7 | Samsung Galaxy Note 10+ | Samsung | 584 | 3.633468 | 0.832509 | 1 | 3.158362 | 3.482874 | 0.903090 | 4.079181 | 2.40824 | 1.079181 | 1.000000 | 0 | 1 | 1 | 1 | 0.30103 | 1 | 1 | 79699 | 4.90 | 1 |
| 8 | Asus ROG Phone 2 | Asus | 936 | 3.778151 | 0.818885 | 1 | 3.033424 | 3.369216 | 0.903090 | 3.903090 | 2.10721 | 1.681241 | 1.380211 | 0 | 1 | 1 | 1 | 0.00000 | 1 | 1 | 37999 | 4.58 | 1 |
| 9 | Xiaomi Redmi K20 Pro | Xiaomi | 959 | 3.602060 | 0.805501 | 1 | 3.033424 | 3.369216 | 0.903090 | 3.778151 | 2.10721 | 1.681241 | 1.301030 | 0 | 1 | 1 | 1 | 0.30103 | 0 | 0 | 23190 | 4.37 | 0 |
| Name | Brand | Model | Battery capacity (mAh) | Screen size (inches) | Touchscreen | Resolution x | Resolution y | Processor | RAM (MB) | Internal storage (GB) | Rear camera | Front camera | Operating system | Wi-Fi | Bluetooth | GPS | Number of SIMs | 3G | 4G/ LTE | Price | logTranforedPrice | latest_tech_stack | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1349 | Micromax Bolt D303 | Micromax | 266 | 3.113943 | 0.602060 | 1 | 2.681241 | 2.903090 | 0.30103 | 2.70927 | 0.60206 | 0.505150 | -0.522879 | 0 | 1 | 1 | 1 | 0.30103 | 1 | 0 | 2984 | 3.47 | 0 |
| 1350 | Vivo V1 | Vivo | 1056 | 3.361728 | 0.698970 | 1 | 2.857332 | 3.107210 | 0.60206 | 3.30103 | 1.20412 | 1.113943 | 0.698970 | 0 | 1 | 1 | 1 | 0.30103 | 1 | 1 | 15300 | 4.18 | 1 |
| 1351 | Panasonic Eluga Z | Panasonic | 457 | 3.311754 | 0.698970 | 1 | 2.857332 | 3.107210 | 0.90309 | 3.30103 | 1.20412 | 1.113943 | 0.698970 | 0 | 1 | 1 | 1 | 0.30103 | 1 | 0 | 5529 | 3.74 | 0 |
| 1352 | Xolo Era | Xolo | 466 | 3.322219 | 0.698970 | 1 | 2.931458 | 2.681241 | 0.60206 | 3.00000 | 0.90309 | 0.903090 | 0.301030 | 0 | 1 | 1 | 1 | 0.30103 | 1 | 0 | 3699 | 3.57 | 0 |
| 1353 | Intex Aqua Y2 Ultra | Intex | 223 | 3.146128 | 0.602060 | 1 | 2.681241 | 2.903090 | 0.60206 | 3.00000 | 0.90309 | 0.698970 | -0.522879 | 0 | 1 | 1 | 1 | 0.30103 | 1 | 0 | 3599 | 3.56 | 0 |
| 1354 | Intex Aqua A2 | Intex | 148 | 3.176091 | 0.602060 | 1 | 2.681241 | 2.903090 | 0.60206 | 2.70927 | 0.90309 | 0.698970 | -0.522879 | 0 | 1 | 1 | 1 | 0.30103 | 1 | 0 | 2599 | 3.41 | 0 |
| 1355 | Videocon Infinium Z51 Nova+ | Videocon | 652 | 3.301030 | 0.698970 | 1 | 2.681241 | 2.931458 | 0.60206 | 3.00000 | 0.90309 | 0.903090 | 0.698970 | 0 | 1 | 1 | 1 | 0.30103 | 1 | 0 | 2940 | 3.47 | 0 |
| 1356 | Intex Aqua Y4 | Intex | 224 | 3.230449 | 0.653213 | 1 | 2.681241 | 2.931458 | 0.30103 | 2.70927 | 0.60206 | 0.698970 | 0.301030 | 0 | 1 | 1 | 0 | 0.30103 | 1 | 0 | 2999 | 3.48 | 0 |
| 1357 | iBall Andi4 B20 | iBall | 140 | 3.096910 | 0.602060 | 1 | 2.681241 | 2.903090 | 0.00000 | 2.40824 | -0.29073 | 0.301030 | -0.522879 | 0 | 1 | 1 | 1 | 0.30103 | 1 | 0 | 2498 | 3.40 | 0 |
| 1358 | iBall Andi Avonte 5 | iBall | 137 | 3.332438 | 0.698970 | 1 | 2.681241 | 2.931458 | 0.60206 | 3.00000 | 0.90309 | 0.903090 | 0.000000 | 0 | 1 | 1 | 1 | 0.30103 | 1 | 0 | 3999 | 3.60 | 0 |